Who is benchlineage for?

benchlineage is an open-source project built for electrical engineers and researchers.

Is benchlineage free?

Yes — benchlineage is open source under the MIT license and free to use.

What platforms does benchlineage run on?

benchlineage runs on the command line. It can also be self-hosted.

Is benchlineage still active?

The GitHub repository shows 5 commits in the last 90 days.

What projects are similar to benchlineage?

Similar projects tracked by PulseGate include EfficiencyNext Data Connector, CKB, and GITVERSE.

Who makes benchlineage?

benchlineage is developed by CAOShurong.

When did benchlineage launch?

benchlineage first shipped in 2026.

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benchlineage

Name: benchlineage
Author: CAOShurong

PyPIInfrastructure

benchlineage is a local-first Python package that records provenance, quantifies uncertainty, and maintains audit trails for electrical-engineering experiments. It helps researchers ensure reproducibility and metrological rigor by capturing complete experimental context in a version-controlled, offline-friendly format. Designed for laboratory use, it integrates with existing engineering workflows and is distributed as an MIT-licensed PyPI package.

Open SourceMITCLISelf-hosted

Visit PyPI

Overview

4 features

benchlineage sits in PulseGate's Developer Tools category. It focuses on tracking provenance, uncertainty, and audit trails for electrical engineering lab experiments without relying on cloud services. benchlineage is an open-source project aimed at electrical engineers and researchers. The project is open source (MIT). It runs on the command line, and it can be self-hosted.

CAOShurong builds and maintains benchlineage, and it first shipped in 2026. The project is developed in the open on GitHub with 5 commits in the last 90 days. Among its 4 catalogued features are Provenance Tracking, Uncertainty Quantification, and Audit Trails.

Summary written by a language model from the project’s public pages.

Provenance Tracking
Uncertainty Quantification
Audit Trails
Reproducibility Tools

Built with & integrations

Runs on

CLISelf-hosted

Trust & compliance

License

MIT

Verified signals

HTTPSOpen SourceFree tierGitHubActive maintenance

Indexing history

What PulseGate has recorded for this listing

Indexed5 Aug · 15:57 UTC
benchlineage verified against its public source
Source: PulseGate · Open

Frequently asked questions about benchlineage

What does benchlineage do?: Benchlineage focuses on tracking provenance, uncertainty, and audit trails for electrical engineering lab experiments without relying on cloud services. It is catalogued under Developer Tools on PulseGate.
Who is benchlineage for?: benchlineage is an open-source project built for electrical engineers and researchers.
Is benchlineage free?: Yes — benchlineage is open source under the MIT license and free to use.
What platforms does benchlineage run on?: benchlineage runs on the command line. It can also be self-hosted.
Is benchlineage still active?: The GitHub repository shows 5 commits in the last 90 days.
What projects are similar to benchlineage?: Similar projects tracked by PulseGate include EfficiencyNext Data Connector, CKB, and GITVERSE.EfficiencyNext Data Connector CKB GITVERSE
Who makes benchlineage?: benchlineage is developed by CAOShurong.
When did benchlineage launch?: benchlineage first shipped in 2026.

At a glance

Platforms: Cli
Languages: English
Open source: Yes (GitHub)
License: MIT
First seen: 5 Aug 2026
Built for: electrical engineers and researchers
Model: Open source
Solves: Tracking provenance, uncertainty, and audit trails for electrical engineering lab experiments without relying on cloud services.

Registered as

GitHub: CAOShurong/benchlineage
PyPI: benchlineage

Developer

CAOShurong

Solo developer

GitHub

Open source

View on GitHub

Stars: 0
Forks: 0
Open issues: 0
Last commit: 5 Aug 2026
Commits 90d: 5
Contributors: 1
Authorship: Solo
Default branch: main
Latest release: v0.2.1 · 5 Aug 2026

Live coverage

Identity confidence: Low · 64
Indexed: 5 Aug 2026
Lifecycle: Alive
First seen: Aug 2026
Last seen: 5 Aug 2026

Identity audit (13)

Slug: benchlineage-pypi-org
Lifecycle state recorded: 5 Aug 2026
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 5 Aug 2026
Timeline basis: Indexed-at chronology (no inferred launch/funding milestones).
Name from: Written by a language model from the project's public pages.
Category from: Assigned by a language model.
Summary from: Written by a language model from public pages.
Languages from: Detected by a language model from page content.
Last updated: 5 Aug 2026
Canonical URL: https://pypi.org/project/benchlineage

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